ERBB2 and breast cancer: Although our study explored peritumoral radiomic associations with pathologic immune response, other biological factors may also contribute to the unique DCE-MRI peritumoral signature of HER2-E breast cancer, such as microvessel density,47 proliferation,26 and necrosis.25